electronic health record

On the Impact of Random Seeds on the Fairness of Clinical Classifiers NAACL 2021 Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data MLHC 2021 SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN NAACL 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020 A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020 An efficient representation of chronological events in medical texts EMNLP 2020 A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020 BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020 Biomedical Concept Relatedness – A large EHR-based benchmark COLING 2020 Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract) AAAI 2020 Characterizing the Value of Information in Medical Notes EMNLP 2020 Chemical and Textual Embeddings for Drug Repurposing AAAI 2020 Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020 DeepAlerts: Deep Learning Based Multi-Horizon Alerts for Clinical Deterioration on Oncology Hospital Wards AAAI 2020 Deep Mixed Effect Model Using Gaussian Processes: A Personalized and Reliable Prediction for Healthcare AAAI 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020 Extracting Adherence Information from Electronic Health Records COLING 2020 Generating Accurate Electronic Health Assessment from Medical Graph EMNLP 2020 Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020 Knowledge Base Completion for Constructing Problem-Oriented Medical Records MLHC 2020 Learning Conceptual-Contextual Embeddings for Medical Text AAAI 2020 Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020 Query-Focused EHR Summarization to Aid Imaging Diagnosis MLHC 2020